System ArchitectureHardware Configuration - Main Controller: BL372B-SOM372-X25 (3 Ethernet ports/32GB eMMC/4GB RAM)Expansion Modules:Y24: 4-channel relay output (lighting control)Y31: 4-channel 4-20mA AI module (environmental sensing)Y63: 4-channel RS485 module (elevator integration)Y95: PWM output module (VAV damper control)X and Y Series I/O Board Model ListMulti-Protocol Network IntegrationFunction ImplementationVideo Surveillance:Hardware: Quad-core Cortex-A53 + GPU processes 1080p/4K video; 1TOPS NPU supports face/license plate recognition; HDMI, USB, 4G/5G modules for video transmission.Software: Ubuntu + OpenCV for AI algorithms, RTSP/MQTT for cloud upload (e.g., Alibaba Cloud).Application: Multi-channel camera monitoring, real-time face/license plate recognition, local storage or remote viewing.Access Control:Hardware: X-board (RS485/RS232) connects RFID readers, Y-board (DI/DO) controls locks; Ethernet/4G for networking.Software: BLIIoTLink integrates Modbus/MQTT, Node-RED for access logic.Application: Face/card-based door access, events uploaded to property management platform.Intrusion Detection:Hardware: Y-board connects PIR/vibration sensors; NPU analyzes anomalies.Software: Node-RED processes sensor data, MQTT uploads to cloud.Application: Detects unauthorized entry, reduces false alarms with video integration.Alarm Function:Hardware: Y-board (relay/PWM) controls buzzers/lights; 4G for notifications.Software: BLIIoTLink sends alarms to SCADA, BLRAT for remote management.Application: Triggers sound/light alarms on anomalies, notifies security personnel.AdvantagesHigh Performance: NPU + 2.0GHz CPU supports AI and video processing.Flexibility: Modular I/O adapts to various devices.Industrial-Grade: Wide temperature range, anti-interference, suitable for building environments.Easy Development: Node-RED, Qt, BLRAT simplify development and maintenance.Challenges and SolutionsLimited Processing Power: Optimize AI models or add external accelerators.Network Disruption: Local caching + resumable transmission.Security: TLS encryption + watchdog protection.